Summer of Math Exposition

Busses don't always arrive on time. Finding the appropriate distribution to describe the amount of time spent waiting for a bus seems trivial but is actually quite difficult to pin down. In this post, we explore the principle of maximum entropy and show how it pops up in this deceptively simple sounding problem. This concrete settings serves as an example of an extremely powerful technique for statistical inference, with uses in virtually every scientific field.